Julien Denize

Julien Denize

Software and ML Engineer | MLOps | PhD in Deep Learning | Aspiring Full-Stack Developer

Pixano

Published:

About

Pixano is an open-source tool by CEA List for exploring and annotating your dataset using AI features.

Led a team of 3 people to develop an open-source AI-powered annotation and data management tool web platform for multi-modal data. It enables users to visualize their data, annotate by hand or by using AI models and manipulate their data via a REST API or a Python API.Pixano is an open-source tool by CEA List for exploring and annotating your dataset using AI features. Led a team of 3 people to develop an open-source AI-powered annotation and data management tool web platform for multi-modal data. It enables users to visualize their data, annotate by hand or by using AI models and manipulate their data via a REST API or a Python API.

Pixano is an open-source tool by CEA List for exploring and annotating your dataset using AI features such as:

  • Fast dataset navigation using the the modern storage format Lance
  • Multi-view datasets support for images, and soon for 3D point clouds and videos
  • Import and export support for dataset formats like COCO
  • Semantic search using models like CLIP
  • Smart segmentation using models like SAM

Github

Stack

Python, FastAPI, TypedScript, Svelte, Docker, Github Actions, CI/CD